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freshlearn

Freshlearn integration. Manage Courses, Users, Enrollments, Instructors, Categories, Reviews and more. Use when the user wants to interact with Freshlearn data.

69

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

87%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured, highly actionable skill body with executable commands and a clear state-driven connection workflow including validation checkpoints. It loses only minor points for a small amount of inferred-knowledge padding and inlined reference material rather than split files.

DimensionReasoningScore

Conciseness

The body is largely lean with executable commands and tables, though the opening 'Think of it as an all-in-one solution...' paragraph and a few explanatory sentences (e.g. on auth plumbing, proxy mechanics) explain context Claude could infer, keeping it just below a 5.

4 / 5

Actionability

Provides copy-paste-ready, fully executable commands for install, login, connection ensure/get, action list/run, and proxy requests, with concrete flags and a JSON-input example covering the common cases.

5 / 5

Workflow Clarity

The connection flow is explicitly sequenced with state-based checkpoints (READY/BUILDING/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR) and a feedback loop (poll again after the user acts), and error states are enumerated with the next action for each.

5 / 5

Progressive Disclosure

Content is well-organized into clear sections with a 'Popular actions' table serving as inline reference, but there are no bundle files and some reference-like material (full action catalog, proxy options) is inlined rather than split out, leaving minor organization gaps.

4 / 5

Total

18

/

20

Passed

Description

83%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A solid description that states concrete capabilities and provides an explicit 'Use when' trigger, satisfying the what/when requirement. Minor weakening comes from the vague 'and more' and absence of synonyms or file extensions.

Suggestions

Replace 'and more' with a short explicit list (e.g. 'Payments, Coupons, Bundles') so coverage is unambiguous.

Add a few natural synonyms or context phrases users actually say (e.g. 'course platform', 'online course site', 'membership management') to broaden trigger matching.

Lead with concrete verbs ('Create, enroll, and update members and courses') rather than the generic 'Manage' to sharpen specificity.

DimensionReasoningScore

Specificity

Lists several specific concrete actions ('Manage Courses, Users, Enrollments, Instructors, Categories, Reviews and more'), giving good coverage of the domain's entities, though the trailing 'and more' leaves minor gaps and the actions are entity-management rather than discrete verbs.

4 / 5

Completeness

Clearly answers both 'what' (manage Courses, Users, Enrollments, etc.) and an explicit 'when' trigger ('Use when the user wants to interact with Freshlearn data').

5 / 5

Trigger Term Quality

Includes natural user-facing phrases ('wants to interact with Freshlearn data', entity names users would say), but lacks common synonyms or file extensions; coverage is good but not exhaustive.

4 / 5

Distinctiveness Conflict Risk

The Freshlearn-specific niche and named entities make it mostly distinct with minimal overlap risk, though the generic 'manage ... and more' phrasing keeps it just shy of a clearly-bounded niche.

4 / 5

Total

17

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
membranedev/application-skills
Reviewed

Table of Contents

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